Posts tagged Inference

3 posts

AI/MLFeb 26, 2026

LLM Inference Demystified: PagedAttention, KV Cache, MoE & Continuous Batching

The 5 key concepts every cloud architect should know about LLM serving: PagedAttention, KV cache mechanics, continuous batching, MoE trade-offs, and real production numbers.

13 min read

#AI#LLM

AIFeb 24, 2026

TFLOPS: The GPU Metric Every AI Engineer Should Understand

What TFLOPS actually measures, why FP16 matters for LLMs, and why the most important GPU bottleneck for inference isn't compute at all.

9 min read

#AI#LLM

AIFeb 24, 2026

Getting Hands-On with Mistral AI: From API to Self-Hosted in One Afternoon

A practical walkthrough of two paths to working with Mistral — the managed API for fast prototyping and self-hosted deployment for full control — with real code covering prompting, model selection, function calling, RAG, and INT8 quantization.

9 min read

#AI#LLM

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